Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:19:58.406931Z
Paper Citation Record · LEDGER
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection
As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.08626.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
48 of 48 outbound references displayed
- verified exact1
- verified fuzzy46
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 36c658b3-32d4-4a1b-a793-1996e0648609 · outbound
This paper cites Protecting world leaders against deep fakes.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Protecting world leaders against deep fakes
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.465651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1dca5245-19f1-47da-898e-cb51ac205b11 · outbound
This paper cites Detecting deep-fake videos from phoneme- viseme mismatches.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Detecting deep-fake videos from phoneme- viseme mismatches
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.449768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d42df89-edac-465e-892c-e32b5ba2e594 · outbound
This paper cites Deepfake media forensics: Status and future chal- lenges.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Deepfake media forensics: Status and future chal- lenges
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.433936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bdf6b344-7914-4e65-bdba-13552b9d4cee · outbound
This paper cites Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Combining Automatic Speaker Verification and Prosody Analysis for Synthetic Speech Detection
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.413629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e4f5714d-812b-4ab2-9280-59ba57e8b4c9 · outbound
This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection wav2vec 2.0: A framework for self-supervised learning of speech representations
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.397423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation adc6b7ca-484b-467c-ac98-fa968ee7ac93 · outbound
This paper cites Transformer ensemble for syn- thesized speech detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Transformer ensemble for syn- thesized speech detection
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.363469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6a531364-6b6b-412a-ba70-6ef63602ba73 · outbound
This paper cites Are Recent Deepfake Speech Generators Detectable? In ACM Workshop on Information Hiding and Multimedia Security, 2024.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Are Recent Deepfake Speech Generators Detectable? In ACM Workshop on Information Hiding and Multimedia Security, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.345696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8f8bdd9-8800-49d6-bf6c-31277ab115f8 · outbound
This paper cites Ljspeech phonemes dataset.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Ljspeech phonemes dataset
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.328905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 820c03bd-a020-4c68-a018-78ec531714df · outbound
This paper cites Listen, attend and spell: A neural network for large vocab- ulary conversational speech recognition.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Listen, attend and spell: A neural network for large vocab- ulary conversational speech recognition
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.305438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f888a313-9635-4646-9b66-5a8a1498ceb8 · outbound
This paper cites Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T18:19:58.476400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ae0b0d2e-74db-470c-8ea8-8ad8f71fb4f0 · outbound
This paper cites Id-reveal: Identity-aware deepfake video detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Id-reveal: Identity-aware deepfake video detection
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.271123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a08eea21-a456-47e3-a121-5ba93413652f · outbound
This paper cites Audio-visual person-of-interest deep- fake detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Audio-visual person-of-interest deep- fake detection
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.252620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6dcbdf3c-a978-415e-9258-77dd700da2de · outbound
This paper cites Open challenges in synthetic speech detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Open challenges in synthetic speech detection
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.236036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 412faace-c7f1-4d6b-a4f6-03fa108dc792 · outbound
This paper cites Au- dio transformer for synthetic speech detection via multi- formant analysis.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Au- dio transformer for synthetic speech detection via multi- formant analysis
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.220352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4277800c-e222-48f0-a2c9-4d374afec817 · outbound
This paper cites Using self attention DNNs to discover phonemic fea- tures for audio deep fake detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Using self attention DNNs to discover phonemic fea- tures for audio deep fake detection
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.202177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3e8abffe-c99b-42a1-8dac-ffc54d39bfab · outbound
This paper cites Can spoofing countermeasure and speaker verification systems be jointly optimised? In IEEE Interna- tional Conference on Acoustics, Speech and Signal Process- ing (ICASSP), 2023.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Can spoofing countermeasure and speaker verification systems be jointly optimised? In IEEE Interna- tional Conference on Acoustics, Speech and Signal Process- ing (ICASSP), 2023
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.185776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8ce38f85-0b4c-461e-b58a-7d895a97707c · outbound
This paper cites Privacy and security concerns in generative ai: A compre- hensive survey.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Privacy and security concerns in generative ai: A compre- hensive survey
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.167921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10baa134-627c-4067-b2af-fca04c1a9dac · outbound
This paper cites The LJ Speech Dataset.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection The LJ Speech Dataset
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.152435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation df821a5c-9c80-406f-be09-8ccf71ce4eba · outbound
This paper cites Aasist: Audio anti-spoofing using integrated spectro- temporal graph attention networks.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Aasist: Audio anti-spoofing using integrated spectro- temporal graph attention networks
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.133083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e9fcffdb-e577-4436-878c-9c8ee9200e63 · outbound
This paper cites A survey on speech deepfake detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection A survey on speech deepfake detection
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.117104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b8d738ac-97f9-49c8-bc91-58ca81ed0295 · outbound
This paper cites Speaker-phonetic vector estima- tion for short duration speaker verification.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Speaker-phonetic vector estima- tion for short duration speaker verification
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.099949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 35f52f3c-f229-4f3f-bc86-7cc6a94b6d3a · outbound
This paper cites Deepfakes genera- tion and detection: State-of-the-art, open challenges, coun- termeasures, and way forward.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Deepfakes genera- tion and detection: State-of-the-art, open challenges, coun- termeasures, and way forward
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.080098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 71b1ef6a-b5ec-4655-a69e-49018fcfba04 · outbound
This paper cites Speech is silver, silence is golden: What do ASVspoof- trained models really learn? In Interspeech, 2021.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Speech is silver, silence is golden: What do ASVspoof- trained models really learn? In Interspeech, 2021
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.058794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 217e4239-1543-4cef-9b36-2414be5f5911 · outbound
This paper cites Does audio deep- fake detection generalize? In Interspeech, 2022.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Does audio deep- fake detection generalize? In Interspeech, 2022
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.040381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ed14717-f952-46ad-b8b2-2510ffd2a8c4 · outbound
This paper cites Replay attack detection using dnn for channel discrim- ination.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Replay attack detection using dnn for channel discrim- ination
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:59.020992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c4c97209-10a9-4fc2-83a8-016e602908ff · outbound
This paper cites Leveraging mixture of ex- perts for improved speech deepfake detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Leveraging mixture of ex- perts for improved speech deepfake detection
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.999212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d280b1b-fef0-43e8-97af-a8ee5c48fd92 · outbound
This paper cites Acoustic-to-word recog- nition with sequence-to-sequence models.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Acoustic-to-word recog- nition with sequence-to-sequence models
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.981103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a0115095-9728-45c6-a7f6-12cc1f8d96fd · outbound
This paper cites Librispeech: an ASR corpus based on public domain audio books.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Librispeech: an ASR corpus based on public domain audio books
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.958152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 44710ae5-a726-4507-b712-b53c66f53313 · outbound
This paper cites Deepfake audio detection by speaker ver- ification.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Deepfake audio detection by speaker ver- ification
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.935072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8c56c921-71ac-4b36-bec2-9c743cfea4fd · outbound
This paper cites Training-free deepfake voice recognition by leveraging large-scale pre-trained models.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Training-free deepfake voice recognition by leveraging large-scale pre-trained models
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.908211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4eabc10d-acd4-4c27-b395-6d3eab66ca9d · outbound
This paper cites Deepfake detection: A systematic lit- erature review.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Deepfake detection: A systematic lit- erature review
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.876759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd5cb245-482e-4c2d-8ce7-bf74d08c4983 · outbound
This paper cites TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.851731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ad04ad75-b7c9-43e5-bd1d-b2b51af97ccf · outbound
This paper cites The VidTIMIT database.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection The VidTIMIT database
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.831268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 44f33877-e590-4b52-aa2a-46db7268cc3f · outbound
This paper cites Hierarchi- cal structures of neural networks for phoneme recognition.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Hierarchi- cal structures of neural networks for phoneme recognition
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.799206Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bec66c1e-a87c-4d72-83dd-49de17fed117 · outbound
This paper cites Phonetic and speaker variations in automatic emotion classification.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Phonetic and speaker variations in automatic emotion classification
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.768873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 17ba0e1b-8fab-4438-846f-a8f552fe1c11 · outbound
This paper cites Phoneme specific modelling and scoring techniques for anti spoofing system.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Phoneme specific modelling and scoring techniques for anti spoofing system
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.749948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 96e80b07-cc24-4199-9eaf-f080b5e9fccb · outbound
This paper cites Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.728621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1460a902-95eb-40f8-813b-616c708c56b8 · outbound
This paper cites ASVspoof 2019: Future horizons in spoofed and fake audio detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection ASVspoof 2019: Future horizons in spoofed and fake audio detection
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.695641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a8403576-eba1-41ae-8a41-a4dd3a13a187 · outbound
This paper cites Superseded-CSTR VCTK Corpus: English Multi- Speaker Corpus for CSTR V oice Cloning Toolkit.University of Edinburgh.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Superseded-CSTR VCTK Corpus: English Multi- Speaker Corpus for CSTR V oice Cloning Toolkit.University of Edinburgh
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.668466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8b0994e2-81aa-4449-b21e-5c69a99d7711 · outbound
This paper cites Media forensics and deepfakes: an overview.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Media forensics and deepfakes: an overview
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.644757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d7d0e26b-ad1d-4dc7-a634-836cb1f8051c · outbound
This paper cites Asvspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection us- ing crowdsourced speech.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Asvspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection us- ing crowdsourced speech
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.624998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bdc01fa7-ccbc-4228-b0a2-afdb3228e9f5 · outbound
This paper cites Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Mixture of Experts Fusion for Fake Audio Detection Using Frozen wav2vec 2.0
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:19:58.367128Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84c9f8be-6880-4d65-ad35-3e2994925869 · outbound
This paper cites To what extent can ASV systems naturally defend against spoofing attacks? In Interspeech,.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection To what extent can ASV systems naturally defend against spoofing attacks? In Interspeech,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.604923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c9d48e98-7636-4e1c-9951-df81a347de3c · outbound
This paper cites A robust audio deepfake detection system via multi-view feature.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection A robust audio deepfake detection system via multi-view feature
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.583244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f01f0f3f-7efc-4d3b-9a67-f81177db46e8 · outbound
This paper cites Hybrid trans- former architectures with diverse audio features for deepfake speech classification.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Hybrid trans- former architectures with diverse audio features for deepfake speech classification
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.563373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8b8e3c08-7d7d-4dea-b696-cf9aa6c4372b · outbound
This paper cites Phoneme-level feature discrepancies: A key to detecting sophisticated speech deepfakes.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Phoneme-level feature discrepancies: A key to detecting sophisticated speech deepfakes
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.543501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4e33d945-0a25-4770-9c2f-c79e9c5374a1 · outbound
This paper cites Audio deep- fake detection with self-supervised xls-r and sls classifier.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection Audio deep- fake detection with self-supervised xls-r and sls classifier
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.519839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f5ef2483-4f4a-40f3-87fb-4352485bd2d4 · outbound
This paper cites One-class learn- ing towards synthetic voice spoofing detection.
Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection One-class learn- ing towards synthetic voice spoofing detection
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T18:19:58.500843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.